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AI & ML · Jan 20, 2025 · 10 min read
Why RAG is the Future of Enterprise Knowledge Bases
Fine-tuning is expensive and static. Retrieval-Augmented Generation (RAG) offers a dynamic, secure, and accurate way to chat with your company data.
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AI & ML · Mar 20, 2026 · 12 min read
Decoding Gemini Embedding 2: The End of Single-Modal Vectors
Google's Gemini Embedding 2 maps text, audio, and images into the exact same vector space. Here is a definitive, 1200+ word engineering guide on why your text-only RAG pipelines are about to become obsolete and how to migrate your architecture.